Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization.
Junpei KomiyamaGustavo MalkomesBolong ChengMichael McCourtPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- online search
- internet search
- real time
- global search
- optimization process
- online learning
- search strategies
- optimization algorithm
- search space
- search algorithm
- combinatorial optimization
- constraint solver
- stochastic gradient
- optimization problems
- optimization method
- information technology
- solution space
- search queries
- digital libraries
- query formulation
- search efficiency
- fine tuning
- search engine
- genetic algorithm